Sex differences in renal cell carcinoma: a single-cell analysis reveals exhausted CD8+ T-cells highly infiltrated in males

被引:13
|
作者
Ning, Kang [1 ,2 ]
Peng, Yulu [1 ,2 ]
Jiang, Yue [3 ,4 ]
Li, Zhen [1 ,2 ,5 ]
Luo, Xin [1 ,2 ]
Lin, Lede [6 ]
Deng, Minhua [1 ,2 ]
Wu, Yi [7 ]
Huang, Tingxuan [1 ,2 ]
Huang, Yixin [1 ,2 ]
Xie, Ye [7 ]
Yang, Xiaofeng [8 ]
Zhang, Manhuai [8 ]
Xiong, Longbin [1 ,2 ]
Zou, Xiangpeng [1 ,2 ]
Zhou, Zhaohui [1 ,2 ]
Zhou, Fangjian [1 ,2 ]
Dong, Pei [1 ,2 ]
Yu, Chunping [9 ]
Zhang, Zhiling [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Canc Ctr, Dept Urol, Guangzhou, Peoples R China
[2] Collaborat Innovat Ctr Canc Med, State Key Lab Oncol Southern China, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 6, Dept Colorectal Surg, Guangdong Prov Key Lab Colorectal & Pelv Floor Dis, Guangzhou, Peoples R China
[4] Sun Yat Sen Univ, Affiliated Hosp 6, Guangdong Res Inst Gastroenterol, Guangzhou, Peoples R China
[5] Hunan Normal Univ, Hunan Prov Peoples Hosp, Affiliated Hosp 1, Dept Urol, Changsha, Peoples R China
[6] Sichuan Univ, West China Hosp, Lab Reconstruct Urol, Dept Urol,Inst Urol, Chengdu, Peoples R China
[7] Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou, Peoples R China
[8] Sun Yat Sen Univ, Zhongshan Sch Med, Guangzhou, Peoples R China
[9] Guangzhou Med Univ, Affiliated Hosp 1, Inst Urol, Guangdong Key Lab Urol,Dept Urol,Minimally Invas S, Guangzhou, Peoples R China
关键词
Sex bias; Renal cell carcinoma; Single-cell transcriptomics; Immunotherapy; T-cell; Exhaustion; Androgen; CLINICOPATHOLOGICAL FEATURES; GENDER; PROGRESSION; MECHANISMS; SURVIVAL; STEMNESS;
D O I
10.1186/s13293-023-00540-9
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Although sex bias has been reported in the development and progression of renal cell carcinoma (RCC), the underlying mechanisms remain enigmatic. Here, we investigated the sex differences in the tumor microenvironment (TME) of RCC and explored a promising combination drug regimen to enhance the efficacy of immunotherapy. Methods Single-cell RNA sequencing (scRNA-seq) data from four published datasets were analyzed to investigate the sex differences in RCC patients, and tumor tissues were collected to validate the sex differences using multiplex immunofluorescence (MxIF) and flow cytometry (FCM). The function of the androgen-androgen receptor axis in sex differences was explored in vivo and in vitro experiments. Results Our analysis of scRNA-seq data from 220,156 cells, as well as MxIF and FCM assays, revealed that CD8(+) T-cells infiltrated highly in the TME of male RCC, but were mostly in an exhausted and dysfunctional state. In vitro and in vivo experiments indicated that the dysfunction and exhaustion of CD8(+) T-cells in male TME were induced by androgen. Clinically, higher serum androgen was significantly associated with a worse prognosis in male RCC patients receiving immunotherapy. Androgen receptor inhibitors could activate tumor-infiltrating CD8(+) T-cells and enhance the efficacy of immunotherapy of RCC in vivo. Conclusions Our study delineated the difference in TME between male and female patients with RCC, and demonstrated that the androgen-androgen receptor axis plays an important role in immunosuppression in male RCC. Our findings suggest that androgen receptor inhibitors in combination with immunotherapy may be a promising treatment option for male RCC patients.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Sex differences in renal cell carcinoma: a single-cell analysis reveals exhausted CD8+ T-cells highly infiltrated in males
    Kang Ning
    Yulu Peng
    Yue Jiang
    Zhen Li
    Xin Luo
    Lede Lin
    Minhua Deng
    Yi Wu
    Tingxuan Huang
    Yixin Huang
    Ye Xie
    Xiaofeng Yang
    Manhuai Zhang
    Longbin Xiong
    Xiangpeng Zou
    Zhaohui Zhou
    Fangjian Zhou
    Pei Dong
    Chunping Yu
    Zhiling Zhang
    Biology of Sex Differences, 14
  • [2] Single-cell analysis of CD8+ T-cells by sex in renal cell carcinoma
    Kang, Ning
    JOURNAL OF CLINICAL ONCOLOGY, 2023, 41 (16)
  • [3] Single-cell landscape of dynamic changes in CD8+ T cells, CD4+ T cells and exhausted T cells in hepatocellular carcinoma
    Liu, Rongqiang
    Ye, Jing
    Wang, Jianguo
    Ma, Wangbin
    Qiu, Zhendong
    Yu, Jia
    Wang, Weixing
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [4] Single-cell transcriptomics reveals a low CD8+ T cell infiltrating state mediated by fibroblasts in recurrent renal cell carcinoma
    Peng, Yu-Lu
    Xiong, Long-Bin
    Zhou, Zhao-Hui
    Ning, Kang
    Li, Zhen
    Wu, Ze-Shen
    Deng, Min-Hua
    Wei, Wen-Su
    Wang, Ning
    Zou, Xiang-Peng
    He, Zhi-Song
    Huang, Ji-Wei
    Luo, Jun-Hang
    Liu, Jian-Ye
    Jia, Nan
    Cao, Yun
    Han, Hui
    Guo, Sheng-Jie
    Dong, Pei
    Yu, Chun-Ping
    Zhou, Fang-Jian
    Zhang, Zhi-Ling
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2022, 10 (02)
  • [5] Metabolic profiling of CD8+ T cells at the single-cell level
    Madhura Mukhopadhyay
    Nature Methods, 2020, 17 : 1071 - 1071
  • [6] Metabolic profiling of CD8+ T cells at the single-cell level
    Mukhopadhyay, Madhura
    NATURE METHODS, 2020, 17 (11) : 1071 - 1071
  • [7] Single-cell multiomic analysis of thymocyte development reveals drivers of CD4+ T cell and CD8+ T cell lineage commitment
    Steier, Zoe
    Aylard, Dominik A.
    McIntyre, Laura L.
    Baldwin, Isabel
    Kim, Esther Jeong Yoon
    Lutes, Lydia K.
    Ergen, Can
    Huang, Tse-Shun
    Robey, Ellen A.
    Yosef, Nir
    Streets, Aaron
    NATURE IMMUNOLOGY, 2023, 24 (9) : 1579 - 1590
  • [8] Single-cell multiomic analysis of thymocyte development reveals drivers of CD4+ T cell and CD8+ T cell lineage commitment
    Zoë Steier
    Dominik A. Aylard
    Laura L. McIntyre
    Isabel Baldwin
    Esther Jeong Yoon Kim
    Lydia K. Lutes
    Can Ergen
    Tse-Shun Huang
    Ellen A. Robey
    Nir Yosef
    Aaron Streets
    Nature Immunology, 2023, 24 : 1579 - 1590
  • [9] Single-cell atlas of colonic CD8+ T cells in ulcerative colitis
    Daniele Corridoni
    Agne Antanaviciute
    Tarun Gupta
    David Fawkner-Corbett
    Anna Aulicino
    Marta Jagielowicz
    Kaushal Parikh
    Emmanouela Repapi
    Steve Taylor
    Dai Ishikawa
    Ryo Hatano
    Taketo Yamada
    Wei Xin
    Hubert Slawinski
    Rory Bowden
    Giorgio Napolitani
    Oliver Brain
    Chikao Morimoto
    Hashem Koohy
    Alison Simmons
    Nature Medicine, 2020, 26 : 1480 - 1490
  • [10] A single-cell approach to engineer CD8+ T cells targeting cytomegalovirus
    Fei Wang
    Qumiao Xu
    Zhenkun Zhuang
    Ziyi Li
    Qianqian Gao
    Yaling Huang
    Yonglun Luo
    Xiuqing Zhang
    Linnan Zhu
    Cheng-chi Chao
    Cellular & Molecular Immunology, 2021, 18 : 1326 - 1328